65
Views
10
CrossRef citations to date
0
Altmetric
Original Research

Association of neutrophil/lymphocyte ratio with obstructive coronary artery disease and coronary artery calcium score detected by multislice computed tomography in type 2 diabetes mellitus patients

&
Pages 1023-1031 | Published online: 17 Jul 2015

Abstract

Objective

The aim of the present study was to investigate the association of neutrophil/lymphocyte ratio (NLR) with coronary artery calcium score (CACS) and obstructive coronary artery disease (CAD) detected by multislice computed tomography (MSCT) angiography in type 2 diabetes mellitus (T2DM) patients.

Methods

Two hundred and ninety-two T2DM patients, who were either asymptomatic or symptomatic (but noncharacteristic) for coronary artery disease (CAD) and underwent MSCT angiography in our clinic between May 2009 and June 2014, were enrolled. All patients were divided into two groups according to their mean NLR values. Patients with NLR ≤2.05 were assigned to Group 1 and patients with NLR >2.05 were assigned to Group 2. The association of NLR with CACS and obstructive CAD, which were detected by MSCT angiography, was investigated in T2DM patients.

Results

According to the Agatston scoring method, the mean CACS was 129.5±209.8 Au in Group 1 and 290.3±399.6 Au in Group 2 (P<0.001). Obstructive CAD was detected in 40 (26.8%) patients in Group 1 and in 56 (39.2%) patients in Group 2 (P<0.05, P<0.021).

Conclusion

The rate of obstructive CAD was significantly higher in the T2DM patients with NLR >2.05 than that in the T2DM patients with NLR ≤2.05. In addition, the CACS was also significantly higher in the T2DM patients with NLR >2.05 than that in the T2DM patients with NLR ≤2.05.

Introduction

Type 2 diabetes mellitus (T2DM) is a prevalent disease affecting many people all over the world and its worldwide prevalence was 6.6% in 2010.Citation1 Cardiovascular diseases are the leading causes of morbidity and mortality in diabetic patients.Citation2 A positive association has been defined between atherosclerosis and various inflammatory conditions such as T2DM, hypertension (HT), obesity, and smoking.Citation3

The number of persons suffering from T2DM is expected to approximately double in the next 25 years. The count of persons with T2DM will be increasing from 175 million individuals in 2000 to 353 million in 2030.Citation4 T2DM is the major health problem encountered by the developing countries. If T2DM can be early diagnosed, T2DM-related diseases such as cardiovascular disease and systemic complications can be prevented.Citation5 Atherosclerosis is a T2DM-related problem, and it is a source of cardiovascular disease.Citation6 Metabolic changes due to T2DM can impair the vascular walls, and this condition plays an important role in atherosclerotic plaque development.Citation6

American Diabetes Association defined prediabetes as a metabolic clinical condition that leads to predisposition for the future development of T2DM.Citation7 Impaired fasting glucose (IFG) and/or impared glucose tolerance (IGT) are two main conditions of prediabetes. IFG is defined as a fasting plasma glucose levels ranging from 100 mg/dL (5.6 mmol/L) to 125 mg/dL (6.9 mmol/L). IGT as a condition characterized by 2-hour values of plasma glucose in the oral glucose tolerance test ranging from 140 mg/dL (7.8 mmol/L) to 199 mg/dL (11.0 mmol/L). Additionally a glycated hemoglobin (HbA1C) plasma levels ranging from 5.7% to 6.4% is further considered as a prediabetic condition.Citation7

T2DM persons who have developed cardiac dysfunction have several molecular signaling pathways that were broken.Citation8,Citation9 Hyperinsulinemia, hyperglycemia, and insulin resistance affect oxidative stress molecules, and oxidative stress molecules increase may start initial damages to cardiac cells.Citation10,Citation11 The disorder of oxidative metabolism increases free fatty acids circulation and lipid metabolism, and this process ends up with lipid accumulation and lipotoxicity in the heart.Citation12

Inflammation plays an important role in all stages of coronary artery disease (CAD).Citation13 Atherosclerosis is a complex inflammatory disease.Citation14 Leukocytes make substantial contribution to this inflammatory process.Citation15 In several prospective studies, a positive correlation has been demonstrated between total and different leukocyte counts and future cardiovascular events in healthy subjects.Citation16,Citation17 Recently, neutrophil/leukocyte ratio (NLR) has appeared as a new inflammatory biomarker.Citation18

In one study, NLR was higher in patients with hemodynamically significant coronary artery stenosis. NLR was found to be an independent predicting factor for hemodynamically significant coronary artery stenosis as measured by fractional flow reserve (FFR).Citation19

Another study shows that platelet count, white blood cell count, creatinine, glycemia, uric acid, and C-reactive protein levels affected NLR. NLR was inversely related to total cholesterol, triglycerides, and hemoglobin. The NLR was associated with multiple CAD, anterior descending CAD, right CAD, branch lesions of circumflex CAD, coronary artery stenosis percentage, coronary artery calcification, and coronary artery trombosis. It was shown that NLR was associated with CAD and severity.Citation20

One study shows that there is a relationship between neutrophil gelatinase-associated lipocalin (NGAL) and the degree of aortic stiffness. Patients with noncritical CAD have higher degree of aortic stiffness and NGAL level. According to this study, NGAL can be used as a tool for risk stratification in patients with noncritical CAD.Citation21

Moro-Garcia et al have shown that the patients who have acute coronary syndrome have higher immune response.Citation22

There is a strong parallelism between coronary artery wall calcification and atherosclerotic CAD.Citation23 It is known that detection of amount and distribution of coronary artery calcification and performing coronary artery calcium scoring (CACS) are important parameters for the prediction of cardiovascular risk.Citation24Citation26 Multislice computed tomography (MSCT) coronary angiography is considered as a noninvasive modality in detecting and classifying CAD.Citation27,Citation28

The aim of the present study was to investigate the association of NLR with CACS and obstructive CAD detected by MSCT angiography in type 2 diabetic patients.

Methods

Clinical characteristics of patients

The present study comprised 292 T2DM patients, who were either asymptomatic or symptomatic (but most of them were noncharacteristic) for coronary artery disease (CAD) and had undergone MSCT angiography in our clinic. The study comprised patients who had nonspecific or stable angina and were in New York Heart Association class II or lower and admitted to the Cardiology or Internal Medicine Polyclinic. The patients did not have any complaints except chest pain. They had no autoimmune disease and were found to have no infection. The patients who had WBC count out of the normal range (4,000–12,000 cells/μL), acute infection, autoimmunological diseases, and any other disease (such as urinary system infection, cholecystitis) that could affect WBC count were excluded. Data were collected retrospectively, and the approval of the Ethics Committee (Medical School, Selçuk University, Konya, Turkey) was obtained. Our study was designed and managed according to the Declaration of Helsinki.

Cardiovascular risk factors

All participants were explored in terms of risk factors for CAD including smoking, HT, T2DM, hyperlipidemia, and family history of CAD. Smoking related to ischemic CAD. People who are living in our country use cigarette.

T2DM was defined in patients with HbA1c level of ≥6.5% (48 mmol/L) and a fasting plasma glucose level of ≥7.0 mmol/L (126 mg/dL). Serum glucose and HbA1c levels were detected using Cobast integra 800 (Hoffman-La Roche Ltd., Basel, Switzerland).

HT as medical term is characterized by systolic tension ≥140 mmHg or diastolic tension ≥90 mmHg in adult persons (>18 years of age). These measurements have to be done on two different days and using blood pressure tools calibrated.

Dyslipidemia was defined in patients with a fasting total cholesterol serum level of ≥240 mg/dL, serum level of triglyceride ≥200 mg/dL, low-density lipoprotein (LDL) cholesterol ≥160 mg/dL, and/or high-density lipoprotein (HDL) cholesterol <40 mg/dL and in patients receiving or not receiving medical therapy for dyslipidemia.Citation29 Serum cholesterol levels were detected using Cobast integra 800 (Hoffman-La Roche Ltd.).

Before computerized tomography scanning, height (Human scale; NAN Tarti Co., Turkey) and weight (TANITA Body Composition Analyzer; TANITA Corporation, Japan) of the patients were measured and their body mass indexes (BMIs) were calculated. Patients with BMI <25 kg/m2 were considered to have normal weight, those with BMI between 25 kg/m2 and 30 kg/m2 were considered overweight, and those with BMI ≥30 kg/m2 were considered obese.

Coronary calcium scoring

In the first step, all patients underwent noncontrast-enhanced computed tomography (CT) beginning from carina extending to the subdiaphragmatic level (Somatom Sensation 64; Siemens, Forchheim, Germany). On noncontrast-enhanced CT, calcified coronary artery plaques were explored on cardiac sections. CACS was performed using preexisting software in the device (Syngo CaScore, Siemens; Agatston scoring method).

Total CACS was the sum of calcium levels calculated in the left main coronary artery, in the left anterior descending coronary artery, in the circumflex coronary artery, and in the right coronary artery traces. Collected data were evaluated using the percentiles predefined according to the age and sex.Citation30 Individual calcium scores were grouped as low (0–25 percentile), moderate (25–75 percentile), and high (75–100 percentile).

Multislice computed tomography image reconstruction and CAD evaluation

In the second step, all patients underwent MSCT angiography using Somatom Sensation 64 tomography device (Siemens), and scanning parameters were selected as follows: gantry rotation time 330 ms; tube voltage 120 kW; 250 mA; and detector collimation 0.6 mm. Images were obtained in a single breath within approximately 8.4–13.1 seconds in craniocaudal direction from carina to subcostal level. During MSCT angiography, 80–110 mL (based on the patient’s weight) of nonionic contrast agent (Iomeron 400; Bracco s.p.a., Milan, Italy) was administered through antecubital vein at a speed of 5.0 mL/s followed by 40 mL isotonic bolus. Automatic peak contrasting density through ascending aorta was determined to be +140 Hounsfield units. Reconstructions were obtained from the images on 0.6 mm sections increasing them by 0.6 mm according to the retrospective electrocardiography-gating technique. Images in multiplanar reformats and three-dimensional volume rendering format were created from thin axial sections, and anatomy of coronary artery was evaluated.

All segments of coronary arteries were investigated visually. Patients were divided into groups according to the degree of coronary artery obstruction as normal (without or insignificant plaque), non-obstructive CAD (non-obsCAD; degree of obstruction <50% with at least one plaque), and obstructive CAD (obsCAD; degree of obstruction ≥50% with at least one plaque) ( and ). MSCT angiography was performed by radiologists, cardiovascular surgeons, and cardiologists. MSCT angiography examinations were performed by specialists who were blinded to NLR results.

Figure 1 Right coronary artery with plaque (white arrow) and left anterior descending coronary artery with plaque (black arrow).

Figure 1 Right coronary artery with plaque (white arrow) and left anterior descending coronary artery with plaque (black arrow).

Figure 2 Circumferential coronary artery with plaque (arrow).

Figure 2 Circumferential coronary artery with plaque (arrow).

White blood cell count and neutrophil/lymphocyte ratio

White blood cell and different subtype counts were obtained using automated differential leukocyte counter Sysmex KX-21N (TOA Medical Electronics, Kobe, Japan). Patients were divided into two groups according to their mean NLR values as Group 1 having NLR ≤2.05 and Group 2 having NLR >2.05. Groups were formed according to the mean values of the study population. MSCT angiography was performed in a short time (1–3 days) after WBC count measurement.

Statistical analysis

Statistical analyses were performed using the Statistical Package for the Social Sciences program (SPSS Inc., Chicago, IL, USA). Statistical significance of nonparametric data between the groups was analyzed by Pearson’s chi-squared test. Parametric data were expressed as minimum, maximum, and mean ±standard deviation, and statistical significance of parametric data between the groups was analyzed by independent Student’s t-test. The result was considered statistically significant if two-tailed P-value was lower than 0.05 (P<0.05). The relationship of obsCAD with CACS and NLR was found to be significant using multivariate analysis.

Binary logistic regression analysis was performed to assess the independent predictors of obsCAD. All variables that were found significant in univariate analysis were included in the model of logistic regression model, and the results are shown as an odds ratio with 95% confidence intervals. A two-tailed P<0.05 was considered as statistically significant.

The relationship among NLR, CACS, and obsCAD were investigated using one-way analysis of variance (ANOVA) and post hoc analysis, which are two of the multivariate analysis tests. A two-tailed P-value of <0.05 was considered statistically significant. Multivariate analysis (one-way ANOVA) was performed on groups that were separated as normal, non-obsCAD, and obsCAD. Persons who were grouped as normal, non-obsCAD, and obsCAD were different in terms of NLR (P<0.05, P=0.04) and calcium scoring (P<0.01).

Results

In our study, we saw that groups are similar with regard to some parameters such as age and sex. But Group 2 has higher rates of HT (P=0.022, P<0.05), CACS (P<0.001), and obsCAD (P=0.021, P<0.05) (). Group 2 included persons who have high NLR. Statistical analysis was adjusted to the angle of these factors in . We found statistical significance for CACS in Group 2, which has high CACS (P<0.001). The persons who are using antiHT agents were statistically similar according to drug difference in both groups (P>0.05).

Table 1 Statistical data for two groups according to NLR

Table 2 Binary logistic regression analysis was performed for hypertension and CACS, which showed statistically significant difference between the groups

The sex differences between two groups regarding clinical characteristics

In the males of Group 1, the mean NLR was 1.55±0.3, the mean age was 54.3±8.8 years, and the mean CACS according to the Agatston scoring was 131.7±204.8 Au, whereas the mean value of serum HbA1c was 7.5±1.8, fasting blood glucose was 130.1±55.1 mg/dL, serum triglyceride was 183.2±132.2 mg/dL, serum HDL was 45.1±14.5 mg/dL, and serum LDL was 116.5±35.7 mg/dL. Of the males, 28 (21.5%) were obese, 47 (36.2%) were smokers, 33 (25.4%) had obsCAD, 73 (56.2%) had HT, 68 (52.3%) had hyperlipidemia, 54 (41.5%) were receiving statin, and 85 (65.4%) were receiving antidiabetic agent ().

Figure 3 Coronary artery disease according to groups.

Abbreviations: CAD, coronary artery disease; obs, obstructive; NLR, neutrophil/lymphocyte ratio; non-obs, non-obstructive; obs, obstructive.
Figure 3 Coronary artery disease according to groups.

In the females of Group 1, the mean NLR was 1.6±0.33, the mean age was 67.1±7.3 years, and the mean coronary artery calcium score (CACS) according to the Agatston scoring was 114±247.0 Au, whereas the mean value of serum HbA1c was 7.9±2.8, fasting blood glucose was 116.6±35.5 mg/dL, serum triglyceride was 150.4±65.2 mg/dL, serum HDL was 57.5±20.8 mg/dL, and serum LDL was 119.4±28.8 mg/dL. Seven (36.8%) females were obese, and none of the females were smokers. Of the females, seven (36.8%) had obsCAD, 13 (68.4%) had HT, eleven (57.9%) had hyperlipidemia, eleven (57.9%) were receiving statin, and nine (47.4%) were receiving antidiabetic agent ().

Figure 4 Multivariate analysis (one-way ANOVA) was performed on groups separated as normal, non-obsCAD, and obsCAD. Among persons who has either normal, or non-obsCAD, or obsCAD were different in terms of NLR (P<0.05, P=0.04) and calcium scoring (P<0.01).

Abbreviations: ANOVA, analysis of variance; non-obsCAD, non-obstructive coronary artery disease; obsCAD, obstructive coronary artery disease; NLR, neutrophil/lymphocyte ratio; CACS, coronary artery calcium score.
Figure 4 Multivariate analysis (one-way ANOVA) was performed on groups separated as normal, non-obsCAD, and obsCAD. Among persons who has either normal, or non-obsCAD, or obsCAD were different in terms of NLR (P<0.05, P=0.04) and calcium scoring (P<0.01).

In the males of Group 2, the mean NLR was 2.4±0.34, the mean age was 55.6±11.2 years, and the mean CACS according to the Agatston scoring was 309.8±418.0 Au, whereas the mean value of serum HbA1c was 7.6±2.3, fasting blood glucose was 128.2±42.1 mg/dL, serum triglyceride was 164.6±79.2 mg/dL, serum HDL was 47.2±15.0 mg/dL, and serum LDL was 117.7±30.2 mg/dL. There were 34 (26.6%) obese subjects and 47 (36.7%) smokers; 51 (39.8%) had obsCAD, 86 (67.2%) had HT, 74 (57.8%) had hyperlipidemia, 61 (47.7%) were receiving statin, and 84 (65.6%) were receiving antidiabetic agent.

In the females of Group 2, the mean NLR was 2.6±0.39, the mean age was 66.2±16.2 years, and the mean CACS according to the Agatston scoring was 123.7±37.4 Au, whereas the mean value of serum HbA1c was 7.6±0.95, fasting blood glucose was 114.2±18.5 mg/dL, serum triglyceride was 147±19.4 mg/dL, serum HDL was 52.2±7.4 mg/dL, and serum LDL was 122.7±29.8 mg/dL. There were three (20%) obese subjects and three (20%) smokers; five (33.3%) had obsCAD, 15 (100%) had HT, nine (60%) had hyperlipidemia, six (40%) were receiving statin, and 12 (80%) were receiving antidiabetic agent ().

Figure 5 Coronary artery disease according to sex.

Abbreviations: CAD, coronary artery disease; obs, obstructive; non-obs, non-obstructive; obs, obstructive.
Figure 5 Coronary artery disease according to sex.

Of the 292 patients included in the groups, 162 (55.4%) had diagnosis of hyperlipidemia. Of these patients, 132 were using statins and 30 discontinued their therapies due to statin-induced hypolipidemia.

Discussion

In the present study, the rate of obsCAD detected in MSCT angiography in Group 2 was significantly higher than in Group 1 (P<0.05). Moreover, CACS was significantly higher in Group 2 than in Group 1 (P<0.05). The relationship of obsCAD with CACS and NLR was found to be significant using multivariate analysis (P=0.048, P<0.001).

MSCT has been proposed as a noninvasive method for detection and classification of coronary artery plaques.Citation27,Citation28,Citation31 MSCT coronary angiography is an important tool to detect CAD in an early stage. In a study, MSCT angiography and invasive coronary angiography have been compared in evaluating the coronary arteries and branches larger than 1.5 mm and the sensitivity and specificity of MSCT have been found to be 94% and 97%, respectively.Citation32

Risk of future coronary heart disease is increased as the total amount of calcium in the coronary arteries is increased.Citation33 In a systematic study, while the prevalence of cardiovascular events in the patients with zero CACS has been found to be 0.56%, its negative predictive value has been found to be as high as 99%.Citation34 In some studies, the risk of significant coronary artery stenosis (>50%) has been found to be lower than 3% by invasive coronary angiography in the patients with CACS lower than 100 Au.Citation35 In our study, when the participants were divided into normal, non-obsCAD, obsCAD individuals, CACS was found to be 9.8±20.5 Au in normal persons, 81.3±149.8 Au in non-obsCAD persons, and 530.7±376.5 Au in obsCAD persons (P<0.001).

Atherosclerosis is a multifactorial disease including HT, dyslipidemia, dysglycemia, smoking, and other cardiovascular risk factors. Recent studies have demonstrated that atherogenesis is not a simple passive injury caused by the serum lipids and other substances on the vascular wall, but an active inflammatory process.Citation36 Leukocytes play a major role, either regenerative or pathogenic, in this inflammatory process.Citation37 Functional molecules of inflammatory cells may lead to acute coronary syndrome by enhancing the progression of early atherogenic lesions.Citation38 Recent studies have revealed that neutrophils participate in many steps ranging from the development to the rupture of atherosclerotic plaque.Citation13Citation15,Citation35,Citation36 In our study, CACS shows that the accumulation of calcium in coronary artery and plaque development was found to be of high in Group 2 (NLR >2.05) (P<0.001).

Some studies reported that hypercholesterolemia causes neutrophilia by enhancing the production of neutrophils and their passage from bone marrow into the circulation while decreasing their clearance.Citation36 Our results did not show any differences among NLR groups regarding hyperlipidemia (P>0.05) because the mean NLR was 2.04±0.53 in the patients with hyperlipidemia, and it was 1.99±0.62 in those with normal cholesterol level.

In a few studies, a significant correlation of fasting and postprandial blood glucose with WBC count has been reported.Citation37 Two studies have also indicated a significant relation between neutrophil count and blood pressure.Citation38 In our study, starving blood glucose level was found to be low in Group 1, which was found to be statistically insignificant, and in Group 2 with high NLR value has high HbA1c, which was statistically insignificant. The persons who have HT were higher in Group 2 than in Group 1 and is statistically significant (P=0.022).

A ratio reflecting acute episode of inflammation (increase in neutrophil) and acute physiological stress (decrease in lymphocyte) has begun to be used recently. Gibson et alCitation18 demonstrated NLR as a good indicator of inflammation. In acute coronary syndrome, lymphopenia can also be observed together with the increase in neutrophil. In the study by Furman et alCitation39 WBC and subtypes were found to be responsible for cardiovascular events and were emphasized as an indicator of inflammation. Kirtane et alCitation40 showed that the increase in neutrophil level was associated with extent and short-term prognosis of myocardial damage in acute coronary syndrome. Thomson et alCitation41 reported that the lymphopenia observed in acute coronary syndrome was associated with stress-induced cortisol release and that this was one of the early findings. In our study, the participants included were the persons who had no acute coronary syndrome, the persons who had no findings to coronary angiography application, and the persons who had suspicious laboratory results.

Papa et alCitation42 emphasized NLR to be an independent predictor of cardiac events in patients with CAD. Horne et alCitation43 confirmed NLR to be a predictor of mortality in patients with CAD. Gibson et alCitation44 demonstrated NLR to be associated with the decrease in survival after coronary artery bypass grafting. Another study has indicated that NLR is an independent predictor of all-cause mortality in patients having percutaneous coronary intervention.Citation45 In the study investigating the progression of coronary atherosclerosis, Kalay et alCitation46 reported NLR as an important indicator. In our study, NLR was not compared with cardiac events as a predictor. But according to our study, we can say that coronary artery plaque accumulation, which has potential for cardiac events, was found higher in Group 2 (NLR >2.05) and is statistically significant (P<0.001).

Azab et al conducted a study in patients with T2DM and reported cardiac events to be more common in patients with high NLR.Citation47 One of the current reviews, which was written by Balta et al reported that NLR is an indicator of inflammation, and it can be associated with vascular disease.Citation48 Kurtul et al mentioned that NLR is independently associated with the severity of CAD in patients with non-ST segment elevation myocardial infarction.Citation49 Tsai et al conducted a study in T2DM patients who have the risk of ischemic CAD and metabolic syndrome associated with peripheral leukocyte counts. They emphasized that NLR is the risk of ischemic cardiovascular disease, especially in T2DM patients who have metabolic syndrome.Citation50 In our study, we found that the count of obsCAD persons is high in Group 2 (NLR >2.05) and is statistically significant (P=0.021). We report that the increased obsCAD found in high NLR group is important because of its potential danger in future to cause myocardial infarction.

Some studies show that prediabetic condition is associated with increased cardiovascular risks.Citation51 Additionally, these studies demonstrated that the impairment in early markers of atherosclerosis is responsible for this process.Citation52,Citation53 Insulin resistance is one of the important factor for shaping the future of T2DM patients.Citation54 Newman et al emphasized that this is genetically determined and an important thing for the future of T2DM patients, and it has come out as family history.Citation55 In our study, we found similar rates of T2DM family history.

Study limitations

The present study mostly comprised patients who underwent MSCT and are being prediagnosed with CAD. This study was designed as cross-sectional and retrospective. Thus, epidemiological studies are needed to verify the results of the present study. Since all the patients were Caucasian, the study does not represent other races. The diagnosis of CAD was performed only using MSCT. In some cases, there was difficulty in detecting the degree of obstruction in terms of CAD, rarely in the event of massive calcified plaques on MSCT coronary angiography, although respiratory artifacts in the patients with respiratory distress caused difficulties in differentiation from likely coronary artery soft plaques.

Conclusion

In the present study, the rate of obsCAD was significantly higher in the T2DM patients with NLR >2.05 than those with NLR ≤2.05. In addition to CACS, obsCAD has the potential risk of ischemic CAD and is related to cardiac events in future, and it was also found to be significantly higher in the patients with NLR >2.05 than the patients with NLR ≤2.05. According to our study, we can say that the T2DM persons who have high NLR value have the increased risk of ischemic CAD and cardiac events such as acute coronary syndrome and myocardial infarction.

The results of the present study conducted in T2DM patients can be summarized in two ways: first, rate of obsCAD is significantly higher in those with high NLR value, second, coronary calcium risk score, it is seen as the predictor of ischemic CAD, is increased in those with high NLR value. These results should be supported by further comprehensive studies.

Disclosure

The authors report no conflicts of interest in this work.

References

  • ZhangPZhangXBrownJGlobal healthcare expenditure on diabetes for 2010 and 2030Diabetes Res Clin Pract20108729330120171754
  • GrundySMBenjaminIJBurkeGLDiabetes and cardiovascular disease: a statement for healthcare professionals from the American Heart AssociationCirculation19991001134114610477542
  • LibbyPRidkerPMMaseriAInflammation and atherosclerosisCirculation20021051135114311877368
  • YachDStucklerDBrownellKDEpidemiologic and economic consequences of the global epidemics of obesity and diabetesNat Med200612626616397571
  • RydénLGrantPJAnkerSDESC Guidelines on diabetes, pre-diabetes, and cardiovascular diseases developed in collaboration with the EASD: the task force on diabetes, pre-diabetes, and cardiovascular diseases of the European Society of Cardiology (ESC) and developed in collaboration with the European Association for the Study of Diabetes (EASD)Eur Heart J2013343035308723996285
  • CersosimoEDeFronzoRAInsulin resistance and endothelial dysfunction: the road map to cardiovascular diseasesDiabetes Metab Res Rev20062242343616506274
  • American Diabetes AssociationDiagnosis and classification of diabetes mellitusDiabetes Care201437suppl 1S81S9024357215
  • AroorARMandaviaCHSowersJRInsulin resistance and heart failure: molecular mechanismsHeart Fail Clin2012860961722999243
  • ZhangXChenCA new insight of mechanisms, diagnosis and treatment of diabetic cardiomyopathyEndocrine20124139840922322947
  • AksakalEAkarasNKurtMThe role of oxidative stress in diabetic cardiomyopathy: an experimental studyEur Rev Med Pharmacol Sci2011151241124622195355
  • WatanabeKThandavarayanRAHarimaMRole of differential signaling pathways and oxidative stress in diabetic cardiomyopathyCurr Cardiol Rev2010628029022043204
  • MaischBAlterPPankuweitSDiabetic cardiomyopathy – fact or fiction?Herz20113610211521424347
  • HanssonGKInflammation, atherosclerosis, and coronary artery diseaseN Engl J Med20053521685169515843671
  • RossRAtherosclerosis – an inflammatory diseaseN Engl J Med19993401151269887164
  • HoffmanMBlumABaruchRKaplanEBenjaminMLeukocytes and coronary heart diseaseAtherosclerosis20041721614709350
  • RanaJSBoekholdtSMRidkerPMDifferential leukocyte count and the risk of future coronary artery disease in healthy men and women: the EPIC-Norfolk Prospective Population StudyJ Intern Med200726267868917908163
  • GiuglianoGBrevettiGLaneroSSchianoVLaurenzanoEChiarielloMLeukocyte count in peripheral arterial disease: a simple, reliable, inexpensive approach to cardiovascular risk predictionAtherosclerosis201021028829319963213
  • GibsonPHCuthbertsonBHCroalBLUsefulness of neutrophil/lymphocyte ratio as predictor of new-onset atrial fibrillation after coronary artery bypass graftingAm J Cardiol201010518619120102916
  • AkyelAYaylaÇEratMNeutrophil-to-lymphocyte ratio predicts hemodynamic significance of coronary artery stenosisAnatol J Cardiol Epub201542
  • VerdoiaMBarbieriLGiovineGDNovara Atherosclerosis Study Group (NAS)Neutrophil to lymphocyte ratio and the extent of coronary artery disease: results from a large cohort studyAngiology Epub2015329
  • SoyluKNarGAksanGSerum neutrophil gelatinase-associated lipocalin levels and aortic stiffness in noncritical coronary artery diseaseCardiorenal Med2014414715425737678
  • Moro-GarcíaMALópez IglesiasFAvanzasPDisease complexity in acute coronary syndrome is related to the patient’s immunological statusInt J Cardiol201518911512325889441
  • BolickLEBlankenhornDHA quantitative study of coronary arterial calcificationAm J Pathol19613951151913870788
  • StanfordWThompsonBHImaging of coronary artery calcification: its impotance in assesing atherosclerotic diseaseRadiol Clin North Am19993725727210198644
  • NiemanKvan der LugtAPattynamaPMde FeyterPJNoninvasive visualization of atherosclerotic plaque with electron beam and multislice spiral computed tomographyJ Interv Cardiol20031612312812768915
  • JakobsTFWinterspergerBJHerzogPUltra-low-dose coronary artery calcium screening using multislice CT with retrospective ECG gatingEur Radiol2003131923193012759771
  • MotoyamaSKondoTAnnoHAtherosclerotic plaque characterization by 0.5-mm-slice multislice computed tomo graphic imagingCirc J20077136336617322636
  • JinzakiMSatoKTanamiYNovel method of displaying coronary CT angiography: angiographic viewCirc J2006701661166217127818
  • ReinerZCatapanoALBackerGDESC Committee for Practice Guidelines (CPG) 2008–2010 and 2010–2012 CommitteeThe Task for the management of dyslipidaemias of the European Society of Cardiology (ESC) and the European Atherosclerosis Society (EAS)Eur Heart J2011321769181821712404
  • NasirKRaggiPRumbergerJABudoffMJBlumenthalRSElectron beam tomography in women. Is it a valuable test?Cardiol Rev20051317418315949051
  • ImazekiTSatoYInoueFEvaluation of coronary artery remodeling in patients with acute coronary syndrome and stable angina by multislice computed tomographyCirc J2004681045105015502387
  • LeschkaSAlkadhiHPlassAAccuracy of MSCT coronary angiography with 64-slice technology: first experienceEur Heart J2005261482148715840624
  • BudoffMJGulKMExpert review on coronary calciumVasc Health Risk Manag2008431532418561507
  • SarwarAShawLJShapiroMDDiagnostic and prognostic value of absence of coronary artery calcificationJACC Cardiovasc Imaging2009267568819520336
  • BudoffMJDiamondGARaggiPContinuous probabilistic prediction of angiographically significant coronary artery disease using electron beam tomographyCirculation20021051791179611956121
  • DrechslerMMegensRTvan ZandvoortMWeberCSoehnleinOHyperlipidemia-triggered neutrophilia promotes early atherosclerosisCirculation20101221837184520956207
  • GanguliDDasNSahaIAssociation between inflammatory markers and cardiovascular risk factors in women from Kolkata, W.B, IndiaArq Bras Cardiol201196384621180893
  • TianNPenmanADMawsonARManningRDJrFlessnerMFAssociation between circulating specific leukocyte types and blood pressure: the atherosclerosis risk in communities (ARIC) studyJ Am Soc Hypertens2010427228320980213
  • FurmanMIBeckerRCYarzebskiJSavegeauJGoreJMGoldbergRJEffect of elevated leukocyte count on in-hospital mortality following acute myocardial infarctionAm J Cardiol1996789459488888672
  • KirtaneAJBuiAMurphySABarronHVGibsonCMAssociation of peripheral neutrophilia with adverse angiographic outcomes in ST-elevation myocardial infarctionAm J Cardiol20049353253614996574
  • ThomsonSPGibbonsRJSmarsPAIncremental value of the leukocyte differential and the rapid creatine kinase-MB isoenzyme for the early diagnosis of myocardial infarctionAnn Intern Med19951223353417847644
  • PapaAEmdinMPassinoCMichelassiCBattagliaDCocciFPredictive value of elevated neutrophil-lymphocyte ratio on cardiac mortality in patients with stable coronary artery diseaseClin Chim Acta2008395273118498767
  • HorneBDAndersonJLJohnJMIntermountain Heart Collaborative Study GroupWhich white blood cell subtypes predict increased cardiovascular risk?J Am Coll Cardiol2005451638164315893180
  • GibsonPHCroalBLCuthbertsonBHPreoperative neutrophil-lymphocyte ratio and outcome from coronary artery bypass graftingAm Heart J2007154995100217967611
  • DuffyBKGurmHSRajagopalVGuptaREllisSGBhattDLUsefulness of an elevated neutrophil to lymphocyte ratio in predicting long-term mortality after percutaneous coronary interventionAm J Cardiol20069799399616563903
  • KalayNDogduOKocFHematologic parameters and angiographic progression of coronary atherosclerosisAngiology20126321321721733954
  • AzabBChainaniVShahNMcGinnJTNeutrophil-lymphocyte ratio as a predictor of major adverse cardiac events among diabetic population: a 4-year follow-up studyAngiology20136445646522904109
  • BaltaSCelikTMikhailidisDPThe relation between atherosclerosis and the neutrophil-lymphocyte ratioClin Appl Thromb Hemost20155611821
  • KurtulSSarliBBaktirAONeutrophil to lymphocyte ratio predicts SYNTAX score in patients with non-ST segment elevation myocardial infarctionInt Heart J201556182125742940
  • TsaiJCSheuSHChiuHCAssociation of peripheral total and differential leukocyte counts with metabolic syndrome and risk of ischemic cardiovascular diseases in patients with type 2 diabetes mellitusDiabetes Metab Res Rev20072311111816703635
  • BalkauBShipleyMJarrettRJHigh blood glucose concentrations is a risk factor for mortality in middle-aged nondiabetic men. 20-year follow-up in the Whitehall Study, the Paris Prospective Study, and the Helsinki Policemen StudyDiabetes Care19982136036779540016
  • JaapAJHammersleyMSShoreACTookeJEReduced microvascular hyperaemia in subjects at risk of developing type 2 (noninsulin-dependent) diabetes mellitusDiabetologia1994372142168163058
  • WilliamsSBGoldfineABTimimiFKAcute hyperglycemia attenuates endothelium-dependent vasodilation in humans in vivoCirculation199897169517019591763
  • KriketosADGreenfieldJRPeakePWInflammation, insulin resistance, and adiposity: a study of firstdegree relatives of type 2 diabetic subjectsDiabetes Care2004272033204015277436
  • NewmanBSelbyJVKingMCSlemendaCFabsitzRFriedmanGDConcordance for type 2 (non-insulin-dependent) diabetes mellitus in male twinsDiabetologia198730107637683428496